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MRI 引导相控阵接触式超声经腔内热疗:多输入单输出 PID 温度控制器的收敛性和稳定性的实验和数值研究。

Endocavitary thermal therapy by MRI-guided phased-array contact ultrasound: experimental and numerical studies on the multi-input single-output PID temperature controller's convergence and stability.

机构信息

Inserm, U556, Lyon F-69003, France and Université de Lyon, Lyon F-69003, France.

出版信息

Med Phys. 2009 Oct;36(10):4726-41. doi: 10.1118/1.3215534.

DOI:10.1118/1.3215534
PMID:19928104
Abstract

PURPOSE

Endocavitary high intensity contact ultrasound (HICU) may offer interesting therapeutic potential for fighting localized cancer in esophageal or rectal wall. On-line MR guidance of the thermotherapy permits both excellent targeting of the pathological volume and accurate preoperatory monitoring of the temperature elevation. In this article, the authors address the issue of the automatic temperature control for endocavitary phased-array HICU and propose a tailor-made thermal model for this specific application. The convergence and stability of the feedback loop were investigated against tuning errors in the controller's parameters and against input noise, through ex vivo experimental studies and through numerical simulations in which nonlinear response of tissue was considered as expected in vivo.

METHODS

An MR-compatible, 64-element, cooled-tip, endorectal cylindrical phased-array applicator of contact ultrasound was integrated with fast MR thermometry to provide automatic feedback control of the temperature evolution. An appropriate phase law was applied per set of eight adjacent transducers to generate a quasiplanar wave, or a slightly convergent one (over the circular dimension). A 2D physical model, compatible with on-line numerical implementation, took into account (1) the ultrasound-mediated energy deposition, (2) the heat diffusion in tissue, and (3) the heat sink effect in the tissue adjacent to the tip-cooling balloon. This linear model was coupled to a PID compensation algorithm to obtain a multi-input single-output static-tuning temperature controller. Either the temperature at one static point in space (situated on the symmetry axis of the beam) or the maximum temperature in a user-defined ROI was tracked according to a predefined target curve. The convergence domain in the space of controller's parameters was experimentally explored ex vivo. The behavior of the static-tuning PID controller was numerically simulated based on a discrete-time iterative solution of the bioheat transfer equation in 3D and considering temperature-dependent ultrasound absorption and blood perfusion.

RESULTS

The intrinsic accuracy of the implemented controller was approximately 1% in ex vivo trials when providing correct estimates for energy deposition and heat diffusivity. Moreover, the feedback loop demonstrated excellent convergence and stability over a wide range of the controller's parameters, deliberately set to erroneous values. In the extreme case of strong underestimation of the ultrasound energy deposition in tissue, the temperature tracking curve alone, at the initial stage of the MR-controlled HICU treatment, was not a sufficient indicator for a globally stable behavior of the feedback loop. Our simulations predicted that the controller would be able to compensate for tissue perfusion and for temperature-dependent ultrasound absorption, although these effects were not included in the controller's equation. The explicit pattern of acoustic field was not required as input information for the controller, avoiding time-consuming numerical operations.

CONCLUSIONS

The study demonstrated the potential advantages of PID-based automatic temperature control adapted to phased-array MR-guided HICU therapy. Further studies will address the integration of this ultrasound device with a miniature RF coil for high resolution MRI and, subsequently, the experimental behavior of the controller in vivo.

摘要

目的

腔内高强度接触超声(HICU)可能为治疗食管或直肠壁局部癌症提供有趣的治疗潜力。在线 MR 引导的热疗既能实现对病变体积的精确靶向,又能准确地进行术前温度升高监测。本文作者探讨了腔内相控阵 HICU 的自动温度控制问题,并针对这一特定应用提出了定制的热模型。通过离体实验研究和考虑组织非线性响应的数值模拟,研究了反馈回路的收敛性和稳定性,包括控制器参数的调谐误差和输入噪声。

方法

将兼容磁共振的 64 个元件、冷却尖端、腔内直肠圆柱形相控阵超声应用器与快速磁共振测温相结合,提供温度演变的自动反馈控制。为了生成准平面波或稍微会聚波(在圆形尺寸上),每八组相邻换能器应用适当的相位律。二维物理模型与在线数值实现兼容,考虑到(1)超声介导的能量沉积,(2)组织中的热扩散,以及(3)与尖端冷却气囊相邻的组织中的热汇效应。该线性模型与 PID 补偿算法耦合,得到多输入单输出静态调谐温度控制器。根据预设的目标曲线,要么跟踪空间中一个静态点(位于波束对称轴上)的温度,要么跟踪用户定义的 ROI 中的最大温度。体外实验探索了控制器参数空间中的收敛域。基于 3D 生物传热方程的离散时间迭代解,并考虑到温度相关的超声吸收和血液灌注,数值模拟了静态调谐 PID 控制器的行为。

结果

在提供正确的能量沉积和热扩散估计值时,体外试验中实现的控制器固有精度约为 1%。此外,在控制器参数的宽范围内,反馈回路表现出出色的收敛性和稳定性,即使将参数故意设置为错误值也是如此。在组织中超声能量沉积严重低估的极端情况下,仅在 MR 控制 HICU 治疗的初始阶段,温度跟踪曲线本身并不是反馈回路全局稳定行为的充分指标。我们的模拟预测,尽管控制器方程中未包含这些影响,但控制器仍能够补偿组织灌注和温度相关的超声吸收。控制器不需要作为输入信息的声场明确模式,从而避免了耗时的数值运算。

结论

该研究证明了适用于相控阵 MR 引导 HICU 治疗的基于 PID 的自动温度控制的潜在优势。进一步的研究将涉及将该超声设备与微型 RF 线圈集成,以实现高分辨率 MRI,随后在体内研究控制器的实验行为。

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